Project overview
Agentless replaces a continuously interactive agent with a three-stage process: fault localization, candidate repair, and patch validation. It narrows an issue from files to classes or functions and then exact edit locations, samples several diff patches, and reranks them using regression and reproduction tests. The project mainly targets SWE-bench-style repair experiments and requires a Python 3.11 environment plus an OpenAI API key.
Repository facts
- Primary language
- Python
- License
- MIT
- Repository updated
- Jul 9, 2026
- Default branch
- main
Resource types
Coding agent
Use cases
Software development
Runtime
Local
Capabilities
Verification and evals